韩国HR+/HER2-晚期乳腺癌患者疾病进展与死亡经济影响数据集

数据集获取（Figshare）

• 源站标题：The economic impact of disease progression and death in hormone receptor positive (HR+), human epidermal growth factor receptor 2 negative (HER2-) advanced breast cancer patients: using Korean nationwide health insurance claims data
• DOI：10.6084/m9.figshare.12994278.v1
• 发布日期：2020-09-23
• 文件数：2 个
• 文件总体积：85.55 KB
• 源站页面：https://tandf.figshare.com/articles/dataset/The_economic_impact_of_disease_progression_and_death_in_hormone_receptor_positive_HR_human_epidermal_growth_factor_receptor_2_negative_HER2-_advanced_breast_cancer_patients_using_Korean_nationwide_health_insurance_claims_data/12994278

命令行下载

curl -L -o "CMRO_Park_et_al_ABC_cost_study_20200815_Supplementary_Table_2.docx" "https://ndownloader.figshare.com/files/24760362"
curl -L -o "CMRO_Park_et_al_ABC_cost_study_2020815_Supplementary_Table_1.docx" "https://ndownloader.figshare.com/files/24760365"

文件清单

• CMRO_Park_et_al_ABC_cost_study_20200815_Supplementary_Table_2.docx（42.80 KB）
• CMRO_Park_et_al_ABC_cost_study_2020815_Supplementary_Table_1.docx（42.75 KB）

文件总体积 85.55 KB（源站 API 实测）。

数据加载示例（图像类）

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

Recognizing the value of anticancer treatments based on progression-free survival and overall survival may help decision making in healthcare policy. We aimed to measure and compare the impact of disease progression and terminal state prior to death on healthcare costs in HR+, HER2- ABC patients.
We conducted a retrospective study using Korean nationwide health insurance claims database between 1 September 2012 and 31 August 2017. The impact of disease progression was estimated by measuring the average incremental monthly cost per patient during 1 year after progression compared to 1 year before progression. Death-related costs per patient per month (PPPM) were measured for those who died within 1 year after progression. Generalized estimating equation (GEE) was used to estimate the variations in PPPM costs by progression and death with adjustment for clinical factors.
After progression, 1,636 patients expensed $2,892 per month more on average than before progression ($3762 vs. $870). The GEE analysis with adjustment for baseline characteristics showed that PPPM costs increased by 3.46 folds (95% CI = 3.06–3.93) after progression. Also, PPPM costs were 1.74 (95%CI = 1.43–2.12) times higher in patients who died within 1 year after progression relative to survived patients. When considering the interaction between progression and death, deceased patients showed higher increased ratio of PPPM costs after progression (4.91; p=value From the payer’s perspective, more healthcare costs incurred during the progression state than terminal state in HR+, HER2- ABC patients. The impact of disease progression emphasizes the importance of effectively treating HR+, HER2- ABC patients.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.12994278.v1（source: https://tandf.figshare.com/articles/dataset/The_economic_impact_of_disease_progression_and_death_in_hormone_receptor_positive_HR_human_epidermal_growth_factor_receptor_2_negative_HER2-_advanced_breast_cancer_patients_using_Korean_nationwide_health_insurance_claims_data/12994278）。